| { | |
| "thresholds": { | |
| "lo": 0.05784, | |
| "hi": 0.736825, | |
| "rule": "lo = 1st percentile of harmful p, hi = 95th percentile of safe p, on confident half B of the head's fit pool" | |
| }, | |
| "routing": "p >= hi -> block; p < lo -> pass; otherwise delegate", | |
| "piece_calibration": { | |
| "a": 0.6507, | |
| "b": 0.0792, | |
| "form": "sigmoid(a * logit(s) + b)" | |
| }, | |
| "piece_hot_threshold": 0.26094, | |
| "substance_hot_threshold": 0.5, | |
| "head": { | |
| "model": "sklearn HistGradientBoostingClassifier(max_iter=200, learning_rate=0.1, max_leaf_nodes=15, random_state=42)", | |
| "fit_rows": "confident rows (y <= 0.2 or y >= 0.8) of half A", | |
| "features": [ | |
| "core", | |
| "req_max", | |
| "req_mean", | |
| "mat_max", | |
| "n_req", | |
| "n_mat", | |
| "n_frame", | |
| "has_frame", | |
| "mixed", | |
| "has_decoded", | |
| "has_joined", | |
| "core_is_whole", | |
| "pair_max", | |
| "deframed_max", | |
| "clause_max", | |
| "all_max", | |
| "top2", | |
| "hot", | |
| "frame_max", | |
| "s_core", | |
| "s_max", | |
| "s_top2", | |
| "s_mean", | |
| "s_hot", | |
| "s_frame_max" | |
| ] | |
| }, | |
| "head_fit_features": "gate1_head_fit.csv.gz", | |
| "classifiers": { | |
| "piece_classifier": { | |
| "encoder": "microsoft/deberta-v3-large", | |
| "max_tokens": 256, | |
| "truncation": "head + tail", | |
| "pooling": "[CLS]" | |
| }, | |
| "substance_classifier": { | |
| "encoder": "microsoft/deberta-v3-base", | |
| "max_tokens": 256, | |
| "truncation": "head + tail", | |
| "pooling": "[CLS]" | |
| } | |
| } | |
| } |